Computing Consumer Sentiment in Germany via Social Media Data

Research output: Working paperWorking papers

Authors

Survey-based consumer confidence indicators are mostly reported with a
delay and are a result of time consuming and expensive consumer surveys.
In this study, to measure the current consumer confidence in Germany, we
develop an approach, in which we compute the consumer sentiment using
public Tweets from Germany. To achieve this goal we develop a new sentiment
score. To measure the consumer sentiment, we use text-mining tools and public
Tweets from May 2019 to August 2020. Our findings indicate that there is a
high correlation between the consumer confidence indicator based on survey
data, and the consumer sentiment that we compute using data from Twitter
platform. With our approach, we are even able to forecast the change in next
month’s consumer confidence.
Original languageEnglish
Place of PublicationHamburg
PublisherUniversität Hamburg
Number of pages12
Publication statusPublished - 2021

    Research areas

  • Economics - consumer sentiment, consumer confidence, twitter, sentiment analysis

Links

Recently viewed

Publications

  1. Optimal scheduling for Automated Guided Vehicles (AGV) in blocking job-shops
  2. Do Linguistic Features Influence Item Difficulty in Physics Assessments?
  3. Stabilisierung durch Implementieren, Sichern und Evaluieren
  4. Activating an Integrative Mindset Improves the Subjective Outcomes of Value-Driven Conflicts
  5. Spatial Tests, Familiarity with the Surroundings, and Spatial Activity Experience
  6. Synthesis of Room-Temperature Ionic Liquids with the Weakly Coordinating [Al(ORF)(4)](-) Anion (R-F = C(H)(CF3)(2)) and the Determination of Their Principal Physical Properties
  7. A framework for evaluating the contribution of transformation products to chemical persistence in the environment
  8. “From Within Fur and Feathers”
  9. Software and Web-Based Tools for Sustainability Management in Micro-, Small- and Medium-Sized Enterprises
  10. ”The Machine Could Swallow Everything”
  11. Student Feedback as a Source for Reflection in Practical Phases of Teacher Education
  12. Facets of control
  13. Release of monomers from four different composite materials after halogen and LED curing
  14. Precariousness as a conceptual basis for the understanding of art as uninterrupted primacy of play
  15. Do Exporters Really Pay Higher Wages? First Evidence from German Linked Employer-Employee Data
  16. The importance of school leaders in school health promotion. A European call for systematic integration of health in professional development
  17. Demographic change in work organizations
  18. The Career Engagement Scale: Development and validation of a measure of proactive career behaviors
  19. User experience predicts the effectiveness of a gamified recovery app
  20. Biodegradable green composites
  21. Chasing the difference
  22. Der „reflective practicioner“
  23. Glaspraxis und Umwelttheorie
  24. Elternarbeit in der Krippe
  25. Cruelty and Total War
  26. Re-storying the Business, Innovation and Entrepreneurial Ecosystem Concepts
  27. What are mycorrhizal traits?
  28. Planar Multipol-Resonance-Probe: A Spectral Kinetic Approach
  29. Musikbegriff, erweiterter
  30. Analysis of nutrition-relevant trace elements in human blood and serum by means of total reflection X-ray fluorescence (TXRF) spectroscopy
  31. Atkinson, Anthony B. Inequality. What Can Be Done? Cambridge/Massachusetts. Harvard University Press 2015
  32. Prevalence of depression in cancer patients
  33. Demand Chain Management
  34. Sprache und Emotionswissen
  35. Recycling and reuse of food waste
  36. Albania